AI for Asset Accountability and Property Control
A Practitioner's Guide to Managing Equipment, Fixed Assets, and Inventory with AI in Government, Corporate, and Nonprofit Organizations
Available October 1, 2026.
From Sykesystem Publishing.
Sykesystem Publishing is the publishing division of Sykesystem, dedicated to practitioner works on program direction, property accountability, and the integration of AI into operations. The first title, released October 1, 2026, appears below. Companion works are in development. Books published under the imprint are backed by an advisory practice; methodologies in each book are available as delivered engagements through Sykesystem Advisory.
Editions
Three editions on release.
- Hardcover ISBN 979-8-9977018-1-9
- Paperback ISBN 979-8-9977018-0-2
- Ebook ISBN 979-8-9977018-2-6
Asset accountability comes down to a record and the trust in that record. Cycle counts, receipts, transfers, dispositions, physical inventory, financial reconciliation: the daily work of keeping the numbers honest against a physical reality that keeps shifting. The people doing that work are now being asked to adopt AI, often by leaders who have not read a discrepancy report in a decade. This book is written for the people who carry the records. It maps how to bring AI into inventory, equipment, and fixed-asset workflows without breaking the audit trail, the chain of custody, or the confidence of the auditors and controllers who depend on the numbers. The examples come from real programs across federal, commercial, and nonprofit environments. The recommendations can be defended in a compliance review, because defending them in a compliance review is what the authors do.
The methodology in this book is also available as a delivered engagement through Sykesystem Advisory.
Who this book is for
Government property professionals
DoD, civilian agency, and federally-funded program property managers responsible for FAR- and DFARS-compliant accountability of government-furnished and contractor-acquired property. You are already required to produce evidence for auditors. AI can strengthen your position or expose you to new risks. This book shows you which is which.
Corporate asset managers
Fixed-asset accountants, facilities and equipment managers, and operations leaders responsible for balance-sheet accuracy, tax reporting, and physical inventory reconciliation. The book gives you methods that hold up under external audit and internal controls testing.
Nonprofit operations leaders
Grant-funded organizations and mission-driven operations where equipment and inventory accountability affects funder trust and program continuity. The book shows you how to adopt AI at a scale that fits your budget and your team.
What the book delivers
- A framework for evaluating AI tools against actual accountability requirements.
- Guidance on data hygiene, without which AI produces confident nonsense.
- Workflows for the most common inventory and asset functions: receipt, transfer, physical inventory, disposition, and audit response.
- A compliance lens on model selection, deployment, and record retention.
- QR-linked companion resources: prompt libraries, policy templates, checklists, and reference materials for every reader of the book.
The companion collection
Every copy of AI for Asset Accountability and Property Control includes access to a growing set of downloadable companion resources, delivered through QR codes printed inside the book. The current collection:
- The Complete Prompt Library All 103 workflow prompts from the book, parameterized with fill-in placeholders, grouped by lifecycle phase, sector, and source chapter.
- Policy and SOP Templates Editable asset-accountability policy, receiving-and-tagging SOP, RACI matrix, and acceptable-use templates from the toolkit chapters.
- Checklists Pack Print-or-fill inventory, reconciliation, exception, and audit-preparation checklists.
- Audit-Readiness Scorecard A self-scoring worksheet to gauge audit and PMSA readiness before an examiner arrives.
- Implementation Roadmaps The triage, owners, and cadence roadmaps for starting fresh, repairing an existing program, or scaling AI into one.
- Regulatory Quick Reference One-page crosswalk of the 2024 Uniform Guidance thresholds, FAR Part 45, and DFARS 252.245-7005 the book relies on.
- Glossary The book's glossary as a standalone quick-reference sheet.
- Master Workflow Index The prompt index (Figure 63) and key workflow diagrams as a one-look reference.
- Bonus Prompt Packs and Worked Examples More complex, chained, and sector-specific prompt sets. Added after launch and updated periodically.
The collection continues to grow after launch. Access is included with your copy of the book.
Table of contents preview
The full table of contents will publish here once peer review closes in mid-September.